"""回复质量迭代相关模型。""" from __future__ import annotations from typing import Any, Optional from sqlalchemy import BigInteger, ForeignKey, Integer, Text, UniqueConstraint, VARCHAR from sqlalchemy.orm import Mapped, mapped_column from .base import Base from .types import JSONB class QualityAsset(Base): __tablename__ = "quality_assets" id: Mapped[int] = mapped_column(Integer, primary_key=True, autoincrement=True) project_id: Mapped[Optional[int]] = mapped_column(BigInteger, nullable=True, index=True) asset_type: Mapped[str] = mapped_column(VARCHAR(16), nullable=False, index=True) status: Mapped[str] = mapped_column(VARCHAR(16), nullable=False, default="approved", index=True) source_feedback_record_id: Mapped[Optional[int]] = mapped_column( Integer, ForeignKey("feedback_center_records.id", ondelete="SET NULL"), nullable=True, index=True, ) qa_record_id: Mapped[Optional[int]] = mapped_column( Integer, ForeignKey("qa_records.id", ondelete="SET NULL"), nullable=True, index=True, ) ai_call_log_id: Mapped[Optional[int]] = mapped_column(Integer, nullable=True, index=True) prompt_key: Mapped[Optional[str]] = mapped_column(VARCHAR(128), nullable=True, index=True) workflow_type: Mapped[Optional[str]] = mapped_column(VARCHAR(64), nullable=True, index=True) asked_via: Mapped[Optional[str]] = mapped_column(VARCHAR(32), nullable=True, index=True) planned_tier: Mapped[Optional[str]] = mapped_column(VARCHAR(16), nullable=True, index=True) executed_tier: Mapped[Optional[str]] = mapped_column(VARCHAR(16), nullable=True, index=True) route_source: Mapped[Optional[str]] = mapped_column(VARCHAR(32), nullable=True) route_rule_name: Mapped[Optional[str]] = mapped_column(VARCHAR(255), nullable=True) question_text: Mapped[str] = mapped_column(Text, nullable=False) answer_text: Mapped[str] = mapped_column(Text, nullable=False) corrected_answer: Mapped[Optional[str]] = mapped_column(Text, nullable=True) source_snapshot: Mapped[Optional[Any]] = mapped_column(JSONB, nullable=True) tags: Mapped[Optional[Any]] = mapped_column(JSONB, nullable=True) notes: Mapped[Optional[str]] = mapped_column(Text, nullable=True) approved_by: Mapped[Optional[int]] = mapped_column(BigInteger, nullable=True, index=True) approved_at: Mapped[Optional[str]] = mapped_column(VARCHAR(64), nullable=True) class QualityAssetPair(Base): __tablename__ = "quality_asset_pairs" id: Mapped[int] = mapped_column(Integer, primary_key=True, autoincrement=True) project_id: Mapped[Optional[int]] = mapped_column(BigInteger, nullable=True, index=True) pair_type: Mapped[str] = mapped_column(VARCHAR(24), nullable=False, default="preference", index=True) status: Mapped[str] = mapped_column(VARCHAR(16), nullable=False, default="approved", index=True) chosen_asset_id: Mapped[int] = mapped_column( Integer, ForeignKey("quality_assets.id", ondelete="CASCADE"), nullable=False, index=True, ) rejected_asset_id: Mapped[int] = mapped_column( Integer, ForeignKey("quality_assets.id", ondelete="CASCADE"), nullable=False, index=True, ) reason_text: Mapped[Optional[str]] = mapped_column(Text, nullable=True) approved_by: Mapped[Optional[int]] = mapped_column(BigInteger, nullable=True, index=True) approved_at: Mapped[Optional[str]] = mapped_column(VARCHAR(64), nullable=True) class JudgeRun(Base): __tablename__ = "judge_runs" id: Mapped[int] = mapped_column(Integer, primary_key=True, autoincrement=True) project_id: Mapped[Optional[int]] = mapped_column(BigInteger, nullable=True, index=True) asset_id: Mapped[Optional[int]] = mapped_column( Integer, ForeignKey("quality_assets.id", ondelete="CASCADE"), nullable=True, index=True, ) pair_id: Mapped[Optional[int]] = mapped_column( Integer, ForeignKey("quality_asset_pairs.id", ondelete="CASCADE"), nullable=True, index=True, ) prompt_key: Mapped[Optional[str]] = mapped_column(VARCHAR(128), nullable=True, index=True) workflow_type: Mapped[Optional[str]] = mapped_column(VARCHAR(64), nullable=True, index=True) asked_via: Mapped[Optional[str]] = mapped_column(VARCHAR(32), nullable=True, index=True) planned_tier: Mapped[Optional[str]] = mapped_column(VARCHAR(16), nullable=True, index=True) executed_tier: Mapped[Optional[str]] = mapped_column(VARCHAR(16), nullable=True, index=True) route_rule_name: Mapped[Optional[str]] = mapped_column(VARCHAR(255), nullable=True) judge_status: Mapped[str] = mapped_column(VARCHAR(16), nullable=False, default="completed", index=True) bucket_key: Mapped[str] = mapped_column(VARCHAR(255), nullable=False, index=True) rule_score: Mapped[Optional[float]] = mapped_column(nullable=True) llm_score: Mapped[Optional[float]] = mapped_column(nullable=True) overall_score: Mapped[Optional[float]] = mapped_column(nullable=True) findings: Mapped[Optional[Any]] = mapped_column(JSONB, nullable=True) llm_evidence: Mapped[Optional[Any]] = mapped_column(JSONB, nullable=True) metadata_json: Mapped[Optional[Any]] = mapped_column(JSONB, nullable=True) class OptimizerCandidate(Base): __tablename__ = "optimizer_candidates" id: Mapped[int] = mapped_column(Integer, primary_key=True, autoincrement=True) project_id: Mapped[Optional[int]] = mapped_column(BigInteger, nullable=True, index=True) judge_run_id: Mapped[int] = mapped_column( Integer, ForeignKey("judge_runs.id", ondelete="CASCADE"), nullable=False, index=True, ) candidate_type: Mapped[str] = mapped_column(VARCHAR(32), nullable=False, index=True) target_type: Mapped[str] = mapped_column(VARCHAR(32), nullable=False, index=True) target_ref: Mapped[str] = mapped_column(VARCHAR(255), nullable=False, index=True) status: Mapped[str] = mapped_column(VARCHAR(24), nullable=False, default="draft", index=True) suggestion: Mapped[Optional[Any]] = mapped_column(JSONB, nullable=True) evidence: Mapped[Optional[Any]] = mapped_column(JSONB, nullable=True) notes: Mapped[Optional[str]] = mapped_column(Text, nullable=True) class PromptRelease(Base): __tablename__ = "prompt_releases" id: Mapped[int] = mapped_column(Integer, primary_key=True, autoincrement=True) prompt_key: Mapped[str] = mapped_column(VARCHAR(128), nullable=False, index=True) version: Mapped[int] = mapped_column(Integer, nullable=False, default=1) body_snapshot: Mapped[str] = mapped_column(Text, nullable=False) status: Mapped[str] = mapped_column(VARCHAR(16), nullable=False, default="draft", index=True) notes: Mapped[Optional[str]] = mapped_column(Text, nullable=True) created_by: Mapped[Optional[int]] = mapped_column(BigInteger, nullable=True, index=True) activated_by: Mapped[Optional[int]] = mapped_column(BigInteger, nullable=True, index=True) activated_at: Mapped[Optional[str]] = mapped_column(VARCHAR(64), nullable=True) __table_args__ = ( UniqueConstraint("tenant_id", "prompt_key", "version", name="uq_prompt_releases_tenant_key_version"), ) __all__ = [ "QualityAsset", "QualityAssetPair", "JudgeRun", "OptimizerCandidate", "PromptRelease", ]